"FastAPI" matching MCP servers:

A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI applications with ease.

Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.

Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.

Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.

Exposes local Mystilink calculator CLIs (bazi, ziwei, horoscope, lunar, tarot, liuyao) as MCP tools over stdio, with an optional loopback FastAPI for local debugging.